Research Use Only. KIRhub outputs are computational research artifacts. They are not validated for clinical decision-making, diagnosis, or treatment.

TCGA-85-8354-01A-31R-2326-07

· cohortSQ2

3b5f3012-bc5f-51ab-926f-00bec7c097e0

Score in workbench →

Clinical attributes

From the source cohort, normalized into canonical keys plus the project's native columns.

cancer_type
cancer_type_detailed
subtype
cohortSQ2
subtype
cohortSQ2
age_years
53

GSVA pathway preview (50 Hallmark scores)

MeasuredDerivedReference

Top 10 most elevated and top 10 most suppressed Hallmark pathways for this sample.

Top 10 elevated

  • MYC_TARGETS_V2+0.650
  • E2F_TARGETS+0.540
  • G2M_CHECKPOINT+0.530
  • MTORC1_SIGNALING+0.490
  • MYC_TARGETS_V1+0.490
  • UNFOLDED_PROTEIN_RESPONSE+0.380
  • OXIDATIVE_PHOSPHORYLATION+0.340
  • SPERMATOGENESIS+0.290
  • CHOLESTEROL_HOMEOSTASIS+0.270
  • GLYCOLYSIS+0.200

Top 10 suppressed

  • INTERFERON_ALPHA_RESPONSE-0.550
  • EPITHELIAL_MESENCHYMAL_TRANSITION-0.470
  • INTERFERON_GAMMA_RESPONSE-0.470
  • IL6_JAK_STAT3_SIGNALING-0.440
  • ANGIOGENESIS-0.400
  • COMPLEMENT-0.400
  • ALLOGRAFT_REJECTION-0.390
  • PROTEIN_SECRETION-0.390
  • KRAS_SIGNALING_UP-0.380
  • TGF_BETA_SIGNALING-0.380

Patient twins — nearest pathway neighbors

MeasuredDerived

10 samples closest to this one in 50-dim pathway space, drawn from the Pathway Atlas. Cosine similarity = 1 means identical pathway state.

10 twins match this tumor's tissue · 0 come from a different tissue of origin

#SampleCancer typeSubtypecos similarity
1TCGA-33-4532-01A-01R-1201-07
lung-landscapes@6
cohortSQ20.942
2TCGA-56-8304-01A-11R-2326-07
lung-landscapes@6
cohortSQ10.934
320020032.TNBC
breast-umap@18
E0.925
4e235012b-4b29-478a-abad-6a70cd949cfa
colon-landscapes@1
0.913
5TCGA-58-A46N-01A-11R-A24H-07
lung-landscapes@6
cohortSQ20.911
6TCGA-LA-A446-01A-21R-A24Z-07
lung-landscapes@6
cohortSQ20.911
7TCGA-77-6845-01A-11R-1949-07
lung-landscapes@6
cohortSQ20.910
8SRR6013549
lung-landscapes@6
cohortSQ20.910
9C3N-02434
lung-landscapes@6
cohortSQ20.910
10C3N-00555
lung-landscapes@6
cohortSQ20.904

Per-pathway drug coverage

ModeledCalibratedDerived

For each elevated pathway in this tumor, the best-reversing drug across the catalog. Uncovered pathways = unmet need at pathway level for this one patient.

0 of 23 elevated pathways have at least one drug that meaningfully reverses them.

Pathway (elevated)tumor scoreBest drugreversal magnitude
MYC_TARGETS_V20.650Idelalisib— uncovered
E2F_TARGETS0.540Inavolisib— uncovered
G2M_CHECKPOINT0.530Inavolisib— uncovered
MTORC1_SIGNALING0.490Inavolisib— uncovered
MYC_TARGETS_V10.490Inavolisib— uncovered
UNFOLDED_PROTEIN_RESPONSE0.380Idelalisib— uncovered
OXIDATIVE_PHOSPHORYLATION0.340Remibrutinib— uncovered
SPERMATOGENESIS0.290Inavolisib— uncovered
CHOLESTEROL_HOMEOSTASIS0.270Remibrutinib— uncovered
GLYCOLYSIS0.200Inavolisib— uncovered
DNA_REPAIR0.190Idelalisib— uncovered
HYPOXIA0.190Idelalisib— uncovered
ESTROGEN_RESPONSE_LATE0.150Idelalisib— uncovered
MITOTIC_SPINDLE0.140Inavolisib— uncovered
REACTIVE_OXYGEN_SPECIES_PATHWAY0.140Inavolisib— uncovered
FATTY_ACID_METABOLISM0.130Inavolisib— uncovered
KRAS_SIGNALING_DN0.130Remibrutinib— uncovered
P53_PATHWAY0.090Idelalisib— uncovered
UV_RESPONSE_UP0.090Idelalisib— uncovered
PI3K_AKT_MTOR_SIGNALING0.060Inavolisib— uncovered